ArticleBMC biology2016
Generation and filtering of gene expression noise by the bacterial cell cycle.
Article in BMC biology, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 23 papers.
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Who cites it
23 citing papers in PubMed.
- Thermo-Responsive Living Microspheroids Enable a Regenerative Living Disk-Drive System for DNA Data Storage.Advanced materials (Deerfield Beach, Fla.) · 2026Article
- Exploring single-cell biosynthetic noise and dynamics for enhanced betaxanthin production in Escherichia coli.Nature communications · 2025Article
- Model-guided gene circuit design for engineering genetically stable cell populations in diverse applications.Journal of the Royal Society, Interface · 2025Article
- Direct single-cell observation of a keyScience advances · 2024Article
- Concentration fluctuations in growing and dividing cells: Insights into the emergence of concentration homeostasis.PLoS computational biology · 2022Article
- Robustness of DNA looping across multiple cell divisions in individual bacteria.Proceedings of the National Academy of Sciences of the United States of America · 2022Article
- Evolution of Complex Regulation for Cell-Cycle Control.Genome biology and evolution · 2022Article
- Review
- Coordination of gene expression noise with cell size: analytical results for agent-based models of growing cell populations.Journal of the Royal Society, Interface · 2021Article
- Review
- Emergence of Metabolite Provisioning as a By-Product of Evolved Biological Functions.mSystems · 2020Article
- Models of protein production along the cell cycle: An investigation of possible sources of noise.PloS one · 2020Article
- Existence, Transition, and Propagation of Intermediate Silencing States in Ribosomal DNA.Molecular and cellular biology · 2019Article
- Deciphering Metabolic Heterogeneity by Single-Cell Analysis.Analytical chemistry · 2019Article
- Noise propagation in an integrated model of bacterial gene expression and growth.PLoS computational biology · 2018Article
- Cell size control and gene expression homeostasis in single-cells.Current opinion in systems biology · 2018Article
- Division rate, cell size and proteome allocation: impact on gene expression noise and implications for the dynamics of genetic circuits.Royal Society open science · 2018Article
- Recent advances in understanding how rod-like bacteria stably maintain their cell shapes.F1000Research · 2018Review
- Statistics and simulation of growth of single bacterial cells: illustrations with B. subtilis and E. coli.Scientific reports · 2017Article
- Taking chances and making mistakes: non-genetic phenotypic heterogeneity and its consequences for surviving in dynamic environments.Journal of the Royal Society, Interface · 2017Review
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3 authors.
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No grant is acknowledged in the PubMed record.
Abstract
backgroundGene expression within cells is known to fluctuate stochastically in time. However, the origins of gene expression noise remain incompletely understood. The bacterial cell cycle has been suggested as one source, involving chromosome replication, exponential volume growth, and various other changes in cellular composition. Elucidating how these factors give rise to expression variations is important to models of cellular homeostasis, fidelity of signal transmission, and cell-fate decisions.
resultsUsing single-cell time-lapse microscopy, we measured cellular growth as well as fluctuations in the expression rate of a fluorescent protein and its concentration. We found that, within the population, the mean expression rate doubles throughout the cell cycle with a characteristic cell cycle phase dependent shape which is different for slow and fast growth rates. At low growth rate, we find the mean expression rate was initially flat, and then rose approximately linearly by a factor two until the end of the cell cycle. The mean concentration fluctuated at low amplitude with sinusoidal-like dependence on cell cycle phase. Traces of individual cells were consistent with a sudden two-fold increase in expression rate, together with other non-cell cycle noise. A model was used to relate the findings and to explain the cell cycle-induced variations for different chromosomal positions.
conclusionsWe found that the bacterial cell cycle contribution to expression noise consists of two parts: a deterministic oscillation in synchrony with the cell cycle and a stochastic component caused by variable timing of gene replication. Together, they cause half of the expression rate noise. Concentration fluctuations are partially suppressed by a noise cancelling mechanism that involves the exponential growth of cellular volume. A model explains how the functional form of the concentration oscillations depends on chromosome position.
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